Data Analysis with Pandas and Python Training in Singapore and India

Pandas is a Python package that provides data structures for working with structured (tabular, multidimensional, potentially heterogeneous) and time series data. On this course you will gain a fundamental understanding of Python Programming Language. Become a proficient Python programmer by learning along with skilled mentors. Learn how to search and navigate the tech documentation and efficiently handle errors and exceptions.

• Installing
• Sorting
• Filtering
• Grouping
• Aggregating
• De-duplicating
• Pivoting
• Munging
• Deleting
• Merging
• Visualizing

• Basic / intermediate experience with Microsoft Excel or another spreadsheet software (common
• functions, vlookups, Pivot Tables etc)
• Basic experience with the Python programming language
• Strong knowledge of data types (strings, integers, floating points, booleans) etc

• 14 hours – 2 days

Introduction to Python Programming

• What is Python?
• Why Python for Analysts?
• Basic Python operations
• Variable Types in Python
• Control Structures in Python
• Pillars of programming: Python built-in Data types
• Concept of mutability and behavior of different Data structures.
• Control flow statements: If, Elif and Else
• Definite and Indefinite loops: For and While loops
• Writing user-defined functions in Python
• Read and write Text files with python
• Learn how to manipulate data with Python
• Functions and Procedures
• Python lists, tuples and dictionaries.

Python as Object Oriented programming language

• Python classes, objects
• Python attributes and methods
• Inheritance

Functional Programming

Introduction to Jupyter

• Data analysis using python (numpy, pandas, series)
• Data visualisation using python libraries (ex; matplotlib, seaborn)
• Closing and Remarks

Online - Live Instructor Led training 

Due to Covid - we dont engage classroom training till situations are ok

Please email to info@thecloudenabled.com and we will be happy to help